sub-millisecond search
2.5B tokens. 43 seconds. $0.
The search engine that indexes your entire knowledge base before your coffee is ready.
Median search latency
Concurrent throughput
Base memory footprint
Ingestion speed
Indexing throughput
How We Compare
Real numbers from official documentation and published benchmarks.
| Feature | Ocean Eterna | ChromaDB | Weaviate | Pinecone |
|---|---|---|---|---|
| Search latency | <0.1ms | 4-8ms | 2-5ms | 50-200ms |
| Memory (300 docs) | 24 MB | ~200 MB | ~500 MB | Cloud |
| Ingestion speed | 249 docs/s | ~32 batch/s | ~100 docs/s | API limit |
| Single binary | Yes (1.2MB) | No (Python) | No (Go+Docker) | Cloud only |
| Self-hosted | Yes | Yes | Yes | No |
| GPU required | No | No | Optional | Yes |
| Cost | Free | Free | $45+/mo cloud | $70+/mo |
| Indexing speed | 19M tok/s | ~5K tok/s | ~10K tok/s | ~3K tok/s |
Built For
From personal notes to production AI systems.
Personal Knowledge Base
Index your notes, documents, and conversations. Search everything in <1ms.
AI Agent Memory
Give your AI agents persistent, searchable memory via MCP tools.
Code Search
Index entire codebases. Find functions, patterns, and documentation instantly.
Document QA
Ingest PDFs, DOCX, spreadsheets. Ask questions, get sourced answers.
Creature Tiers
Your corpus evolves as it grows. Each tier scales search depth with more tentacles.
Seahorse
0 - 99 chunks
0 - 40K tokens
3 tentacles
Starfish
100 - 999 chunks
40K - 400K tokens
8 tentacles
Jellyfish
1K - 9.9K chunks
400K - 4M tokens
10 tentacles
Squid
10K - 99.9K chunks
4M - 40M tokens
13 tentacles
Octopus
100K - 999K chunks
40M - 400M tokens
17 tentacles
Giant Squid
1M - 4.9M chunks
400M - 2B tokens
24 tentacles
Kraken
5M - 9.9M chunks
2B - 4B tokens
30 tentacles
Leviathan
10M - 99.9M chunks
4B - 40B tokens
40 tentacles
Poseidon
100M - 999M chunks
40B - 400B tokens
70 tentacles
Oceanus
1B - 9.9B chunks
400B - 4T tokens
100 tentacles
GodMode
10B+ chunks
4T+ tokens
150 tentacles
Up and Running in 60 Seconds
No Docker. No Python. No API keys. Just a single binary.
Download
curl -LO https://github.com/XxRemsteelexX/Ocean_Eterna_4.3/releases/latest/download/ocean_chat_server
chmod +x ocean_chat_serverRun
./ocean_chat_server 8888Search
curl -X POST http://localhost:8888/chat \
-H "Content-Type: application/json" \
-d '{"question": "How does auth work?"}'Ready to index your world?
Ocean Eterna is free for personal use. No API keys, no cloud accounts, no GPU.